Overview
Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 279757 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 746 |
| Duplicate rows (%) | 0.3% |
| Total size in memory | 66.2 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Numeric | 30 |
|---|---|
| Categorical | 1 |
| Dataset has 746 (0.3%) duplicate rows | Duplicates |
Amount is highly overall correlated with V2 | High correlation |
Class is highly overall correlated with V10 and 6 other fields | High correlation |
V10 is highly overall correlated with Class | High correlation |
V11 is highly overall correlated with Class | High correlation |
V12 is highly overall correlated with Class | High correlation |
V14 is highly overall correlated with Class | High correlation |
V16 is highly overall correlated with Class | High correlation |
V17 is highly overall correlated with Class | High correlation |
V18 is highly overall correlated with Class | High correlation |
V2 is highly overall correlated with Amount | High correlation |
V21 is highly overall correlated with V22 | High correlation |
V22 is highly overall correlated with V21 | High correlation |
Class is highly imbalanced (98.1%) | Imbalance |
Reproduction
| Analysis started | 2026-01-12 17:56:46.425077 |
|---|---|
| Analysis finished | 2026-01-12 17:57:36.663429 |
| Duration | 50.24 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Time
Real number (ℝ)
| Distinct | 121757 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96486.741 |
| Minimum | 4671 |
|---|---|
| Maximum | 172792 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 4671 |
|---|---|
| 5-th percentile | 29974 |
| Q1 | 55846 |
| median | 86496 |
| Q3 | 139852 |
| 95-th percentile | 164271.2 |
| Maximum | 172792 |
| Range | 168121 |
| Interquartile range (IQR) | 84006 |
Descriptive statistics
| Standard deviation | 46238.186 |
|---|---|
| Coefficient of variation (CV) | 0.47921803 |
| Kurtosis | -1.3662766 |
| Mean | 96486.741 |
| Median Absolute Deviation (MAD) | 42143 |
| Skewness | -0.0023867597 |
| Sum | 2.6992841 × 1010 |
| Variance | 2.1379698 × 109 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 163152 | 36 | < 0.1% |
| 64947 | 26 | < 0.1% |
| 68780 | 25 | < 0.1% |
| 128860 | 19 | < 0.1% |
| 140347 | 19 | < 0.1% |
| 19912 | 19 | < 0.1% |
| 143083 | 18 | < 0.1% |
| 39897 | 17 | < 0.1% |
| 73885 | 17 | < 0.1% |
| 156037 | 17 | < 0.1% |
| Other values (121747) | 279544 |
| Value | Count | Frequency (%) |
| 4671 | 2 | |
| 4674 | 1 | |
| 4675 | 1 | |
| 4677 | 1 | |
| 4678 | 2 | |
| 4685 | 1 | |
| 4686 | 2 | |
| 4690 | 1 | |
| 4692 | 1 | |
| 4696 | 1 |
| Value | Count | Frequency (%) |
| 172792 | 1 | |
| 172788 | 2 | |
| 172787 | 1 | |
| 172786 | 1 | |
| 172785 | 1 | |
| 172784 | 1 | |
| 172783 | 1 | |
| 172782 | 2 | |
| 172780 | 1 | |
| 172778 | 1 |
V1
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0041878621 |
| Minimum | -56.40751 |
|---|---|
| Maximum | 2.45493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 138461 |
| Negative (%) | 49.5% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -56.40751 |
|---|---|
| 5-th percentile | -2.9084122 |
| Q1 | -0.91890428 |
| median | 0.02577179 |
| Q3 | 1.3236696 |
| 95-th percentile | 2.0830341 |
| Maximum | 2.45493 |
| Range | 58.86244 |
| Interquartile range (IQR) | 2.2425738 |
Descriptive statistics
| Standard deviation | 1.9674362 |
|---|---|
| Coefficient of variation (CV) | 469.79488 |
| Kurtosis | 32.48563 |
| Mean | 0.0041878621 |
| Median Absolute Deviation (MAD) | 1.192713 |
| Skewness | -3.2920925 |
| Sum | 1171.5837 |
| Variance | 3.8708052 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.245673819 | 77 | < 0.1% |
| 2.055797006 | 77 | < 0.1% |
| 2.053311214 | 62 | < 0.1% |
| 1.302377965 | 60 | < 0.1% |
| 2.040211058 | 53 | < 0.1% |
| 2.085174876 | 48 | < 0.1% |
| 1.332849312 | 44 | < 0.1% |
| 1.01841182 | 40 | < 0.1% |
| 1.335053154 | 38 | < 0.1% |
| 1.315404172 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -56.40750963 | 1 | |
| -46.8550472 | 1 | |
| -41.92873752 | 1 | |
| -40.47014184 | 1 | |
| -40.0425375 | 1 | |
| -37.55806711 | 1 | |
| -37.05429492 | 1 | |
| -36.80231991 | 1 | |
| -36.51058317 | 1 | |
| -35.90510491 | 1 |
| Value | Count | Frequency (%) |
| 2.454929991 | 1 | |
| 2.45188849 | 1 | |
| 2.446504985 | 1 | |
| 2.439207481 | 1 | |
| 2.430506781 | 1 | |
| 2.422507732 | 1 | |
| 2.420346134 | 1 | |
| 2.420063784 | 1 | |
| 2.418801755 | 1 | |
| 2.41826698 | 1 |
V2
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0046239479 |
| Minimum | -72.715728 |
|---|---|
| Maximum | 22.057729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 132432 |
| Negative (%) | 47.3% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -72.715728 |
|---|---|
| 5-th percentile | -1.9803273 |
| Q1 | -0.60381091 |
| median | 0.060701356 |
| Q3 | 0.8012577 |
| 95-th percentile | 1.8092702 |
| Maximum | 22.057729 |
| Range | 94.773457 |
| Interquartile range (IQR) | 1.4050686 |
Descriptive statistics
| Standard deviation | 1.6584769 |
|---|---|
| Coefficient of variation (CV) | -358.67119 |
| Kurtosis | 95.685718 |
| Mean | -0.0046239479 |
| Median Absolute Deviation (MAD) | 0.70473058 |
| Skewness | -4.6313873 |
| Sum | -1293.5818 |
| Variance | 2.7505456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1669750195 | 77 | < 0.1% |
| -0.3266677731 | 77 | < 0.1% |
| 0.08973464782 | 62 | < 0.1% |
| -0.6065293082 | 60 | < 0.1% |
| -0.1469749748 | 53 | < 0.1% |
| 0.3930505777 | 48 | < 0.1% |
| 0.3891982492 | 44 | < 0.1% |
| 1.036663009 | 40 | < 0.1% |
| 0.3314640264 | 38 | < 0.1% |
| -0.03357708573 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -72.71572756 | 1 | |
| -63.34469832 | 1 | |
| -60.46461766 | 1 | |
| -50.38326913 | 1 | |
| -48.06085602 | 1 | |
| -47.42967628 | 1 | |
| -45.60797256 | 1 | |
| -44.63924472 | 1 | |
| -42.17268752 | 1 | |
| -40.97885223 | 1 |
| Value | Count | Frequency (%) |
| 22.05772899 | 1 | < 0.1% |
| 21.46720299 | 1 | < 0.1% |
| 19.16723901 | 1 | < 0.1% |
| 18.90245284 | 1 | < 0.1% |
| 18.18362646 | 1 | < 0.1% |
| 17.93055045 | 1 | < 0.1% |
| 17.41864877 | 1 | < 0.1% |
| 16.71338924 | 1 | < 0.1% |
| 16.69783169 | 1 | < 0.1% |
| 16.4974719 | 4 |
V3
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.014816477 |
| Minimum | -48.325589 |
|---|---|
| Maximum | 9.3825584 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 127273 |
| Negative (%) | 45.5% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -48.325589 |
|---|---|
| 5-th percentile | -2.4019382 |
| Q1 | -0.90880046 |
| median | 0.16537975 |
| Q3 | 1.0154217 |
| 95-th percentile | 2.0541774 |
| Maximum | 9.3825584 |
| Range | 57.708148 |
| Interquartile range (IQR) | 1.9242222 |
Descriptive statistics
| Standard deviation | 1.5198278 |
|---|---|
| Coefficient of variation (CV) | -102.57687 |
| Kurtosis | 26.743897 |
| Mean | -0.014816477 |
| Median Absolute Deviation (MAD) | 0.9394442 |
| Skewness | -2.2464734 |
| Sum | -4145.0131 |
| Variance | 2.3098766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4883057426 | 77 | < 0.1% |
| -2.752040956 | 77 | < 0.1% |
| -1.681835669 | 62 | < 0.1% |
| -0.6819861929 | 60 | < 0.1% |
| -2.955933665 | 53 | < 0.1% |
| -4.508200532 | 48 | < 0.1% |
| -2.165596605 | 44 | < 0.1% |
| -1.689813707 | 40 | < 0.1% |
| -2.057762777 | 38 | < 0.1% |
| -1.089984306 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -48.32558936 | 1 | < 0.1% |
| -33.68098402 | 1 | < 0.1% |
| -32.96534576 | 1 | < 0.1% |
| -32.45419819 | 1 | < 0.1% |
| -31.81358595 | 1 | < 0.1% |
| -31.10368482 | 1 | < 0.1% |
| -30.55869682 | 1 | < 0.1% |
| -30.17731746 | 4 | |
| -30.01371249 | 1 | < 0.1% |
| -29.46873209 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.382558433 | 1 | |
| 4.22610848 | 1 | |
| 4.187810599 | 1 | |
| 4.079167812 | 1 | |
| 4.069864781 | 1 | |
| 4.040465001 | 1 | |
| 4.029428319 | 1 | |
| 3.985446047 | 1 | |
| 3.971380972 | 1 | |
| 3.945275899 | 1 |
V4
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00032866446 |
| Minimum | -5.6831712 |
|---|---|
| Maximum | 16.875344 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 141683 |
| Negative (%) | 50.6% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -5.6831712 |
|---|---|
| 5-th percentile | -2.1910013 |
| Q1 | -0.84764457 |
| median | -0.021375303 |
| Q3 | 0.73826817 |
| 95-th percentile | 2.5686849 |
| Maximum | 16.875344 |
| Range | 22.558515 |
| Interquartile range (IQR) | 1.5859127 |
Descriptive statistics
| Standard deviation | 1.4157709 |
|---|---|
| Coefficient of variation (CV) | -4307.6484 |
| Kurtosis | 2.6869572 |
| Mean | -0.00032866446 |
| Median Absolute Deviation (MAD) | 0.79732548 |
| Skewness | 0.68850112 |
| Sum | -91.946183 |
| Variance | 2.0044073 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6353219207 | 77 | < 0.1% |
| -0.8423160333 | 77 | < 0.1% |
| 0.4542119602 | 62 | < 0.1% |
| -1.904603396 | 60 | < 0.1% |
| -0.5783559789 | 53 | < 0.1% |
| -0.3117706833 | 48 | < 0.1% |
| -0.3068726238 | 44 | < 0.1% |
| 1.315475833 | 40 | < 0.1% |
| -0.3461753553 | 38 | < 0.1% |
| -0.5570873884 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -5.683171198 | 1 | |
| -5.600607141 | 1 | |
| -5.560117581 | 1 | |
| -5.519697123 | 1 | |
| -5.416315392 | 1 | |
| -5.40167758 | 1 | |
| -5.266508626 | 1 | |
| -5.26306793 | 1 | |
| -5.251491643 | 1 | |
| -5.231827865 | 1 |
| Value | Count | Frequency (%) |
| 16.87534403 | 1 | |
| 16.71553737 | 1 | |
| 16.49121717 | 1 | |
| 15.30418399 | 1 | |
| 13.1436681 | 1 | |
| 13.12914336 | 1 | |
| 12.69954199 | 1 | |
| 12.67275992 | 1 | |
| 12.15501612 | 1 | |
| 12.13232308 | 1 |
V5
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9802372 × 10-5 |
| Minimum | -113.74331 |
|---|---|
| Maximum | 34.801666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 146169 |
| Negative (%) | 52.2% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -113.74331 |
|---|---|
| 5-th percentile | -1.7051635 |
| Q1 | -0.69349017 |
| median | -0.05360078 |
| Q3 | 0.61508467 |
| 95-th percentile | 2.0997297 |
| Maximum | 34.801666 |
| Range | 148.54497 |
| Interquartile range (IQR) | 1.3085748 |
Descriptive statistics
| Standard deviation | 1.383397 |
|---|---|
| Coefficient of variation (CV) | 34756.647 |
| Kurtosis | 207.62043 |
| Mean | 3.9802372 × 10-5 |
| Median Absolute Deviation (MAD) | 0.65391077 |
| Skewness | -2.4146236 |
| Sum | 11.134992 |
| Variance | 1.9137873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5627766808 | 77 | < 0.1% |
| 2.46307226 | 77 | < 0.1% |
| 0.2983103715 | 62 | < 0.1% |
| 1.326623107 | 60 | < 0.1% |
| 2.609358271 | 53 | < 0.1% |
| 3.510116942 | 48 | < 0.1% |
| 2.641351251 | 44 | < 0.1% |
| 1.698436056 | 40 | < 0.1% |
| 2.583233822 | 38 | < 0.1% |
| 2.0299312 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -113.7433067 | 1 | |
| -42.14789837 | 1 | |
| -40.4277263 | 1 | |
| -35.18212031 | 1 | |
| -31.3567501 | 1 | |
| -29.73059986 | 1 | |
| -28.81557695 | 1 | |
| -28.36378524 | 1 | |
| -27.75296366 | 1 | |
| -27.73748743 | 1 |
| Value | Count | Frequency (%) |
| 34.80166588 | 1 | |
| 34.09930934 | 1 | |
| 32.9114617 | 1 | |
| 31.45704605 | 1 | |
| 29.16217202 | 1 | |
| 29.01612354 | 1 | |
| 28.76267129 | 1 | |
| 28.51651308 | 1 | |
| 26.64769652 | 1 | |
| 25.60407727 | 1 |
V6
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0032231293 |
| Minimum | -26.160506 |
|---|---|
| Maximum | 73.301626 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 173777 |
| Negative (%) | 62.1% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -26.160506 |
|---|---|
| 5-th percentile | -1.4088728 |
| Q1 | -0.76996577 |
| median | -0.27652857 |
| Q3 | 0.39518402 |
| 95-th percentile | 3.1493274 |
| Maximum | 73.301626 |
| Range | 99.462131 |
| Interquartile range (IQR) | 1.1651498 |
Descriptive statistics
| Standard deviation | 1.3314252 |
|---|---|
| Coefficient of variation (CV) | -413.08463 |
| Kurtosis | 43.256604 |
| Mean | -0.0032231293 |
| Median Absolute Deviation (MAD) | 0.55910524 |
| Skewness | 1.8252129 |
| Sum | -901.69299 |
| Variance | 1.7726931 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.011072616 | 77 | < 0.1% |
| 3.173856423 | 77 | < 0.1% |
| -0.9535260864 | 62 | < 0.1% |
| 3.436312447 | 60 | < 0.1% |
| 3.142641531 | 53 | < 0.1% |
| 2.45329922 | 48 | < 0.1% |
| 2.808083764 | 44 | < 0.1% |
| 0.528806549 | 40 | < 0.1% |
| 2.854101997 | 38 | < 0.1% |
| 3.268129626 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -26.16050594 | 1 | |
| -23.49671393 | 1 | |
| -21.92931229 | 1 | |
| -21.24875162 | 1 | |
| -20.86962619 | 1 | |
| -20.36783638 | 1 | |
| -20.05461547 | 1 | |
| -19.99634854 | 1 | |
| -17.92727412 | 1 | |
| -17.57483526 | 1 |
| Value | Count | Frequency (%) |
| 73.30162555 | 1 | |
| 23.91783713 | 1 | |
| 22.52929847 | 1 | |
| 21.55049619 | 1 | |
| 21.30773787 | 1 | |
| 21.1901941 | 1 | |
| 20.37952437 | 1 | |
| 18.07203126 | 1 | |
| 17.0199344 | 1 | |
| 16.6140541 | 1 |
V7
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00072294573 |
| Minimum | -43.557242 |
|---|---|
| Maximum | 120.58949 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 133527 |
| Negative (%) | 47.7% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -43.557242 |
|---|---|
| 5-th percentile | -1.4392901 |
| Q1 | -0.55532032 |
| median | 0.039764877 |
| Q3 | 0.57015566 |
| 95-th percentile | 1.412552 |
| Maximum | 120.58949 |
| Range | 164.14674 |
| Interquartile range (IQR) | 1.125476 |
Descriptive statistics
| Standard deviation | 1.2401428 |
|---|---|
| Coefficient of variation (CV) | -1715.4024 |
| Kurtosis | 406.6553 |
| Mean | -0.00072294573 |
| Median Absolute Deviation (MAD) | 0.56270594 |
| Skewness | 2.5119239 |
| Sum | -202.24913 |
| Variance | 1.5379543 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01495266147 | 77 | < 0.1% |
| -0.432125924 | 77 | < 0.1% |
| 0.1520025453 | 62 | < 0.1% |
| -1.145126827 | 60 | < 0.1% |
| -0.4168828412 | 53 | < 0.1% |
| 0.220468581 | 48 | < 0.1% |
| -0.1716266361 | 44 | < 0.1% |
| 0.3317145024 | 40 | < 0.1% |
| -0.1875473373 | 38 | < 0.1% |
| -0.5349938273 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -43.55724157 | 1 | < 0.1% |
| -41.50679608 | 1 | < 0.1% |
| -37.06031146 | 1 | < 0.1% |
| -33.23932817 | 1 | < 0.1% |
| -31.76494649 | 1 | < 0.1% |
| -31.19732855 | 4 | |
| -28.21511205 | 1 | < 0.1% |
| -28.01129291 | 1 | < 0.1% |
| -26.54814377 | 1 | < 0.1% |
| -24.41948294 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 120.5894939 | 1 | |
| 44.05446136 | 1 | |
| 36.87736827 | 1 | |
| 36.67726795 | 1 | |
| 31.52724367 | 1 | |
| 30.8976664 | 1 | |
| 29.20586818 | 1 | |
| 28.50406537 | 1 | |
| 28.23952821 | 1 | |
| 28.06982214 | 1 |
V8
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00060377273 |
| Minimum | -73.216718 |
|---|---|
| Maximum | 20.007208 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 133212 |
| Negative (%) | 47.6% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -73.216718 |
|---|---|
| 5-th percentile | -0.83873628 |
| Q1 | -0.2089384 |
| median | 0.022050771 |
| Q3 | 0.32717474 |
| 95-th percentile | 1.0520291 |
| Maximum | 20.007208 |
| Range | 93.223927 |
| Interquartile range (IQR) | 0.53611314 |
Descriptive statistics
| Standard deviation | 1.1943021 |
|---|---|
| Coefficient of variation (CV) | 1978.0657 |
| Kurtosis | 221.90958 |
| Mean | 0.00060377273 |
| Median Absolute Deviation (MAD) | 0.25901152 |
| Skewness | -8.5027269 |
| Sum | 168.90965 |
| Variance | 1.4263576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1602108633 | 77 | < 0.1% |
| 0.7277062007 | 77 | < 0.1% |
| -0.2070713797 | 62 | < 0.1% |
| 0.9591472621 | 60 | < 0.1% |
| 0.7843929483 | 53 | < 0.1% |
| 0.5433768006 | 48 | < 0.1% |
| 0.6833517336 | 44 | < 0.1% |
| 0.3645387616 | 40 | < 0.1% |
| 0.6851537704 | 38 | < 0.1% |
| 0.8082500984 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -73.21671846 | 1 | |
| -50.94336887 | 1 | |
| -50.68841936 | 1 | |
| -50.42009006 | 1 | |
| -41.48482251 | 1 | |
| -41.04426092 | 1 | |
| -39.68857108 | 1 | |
| -39.26737777 | 1 | |
| -38.98726274 | 1 | |
| -38.75152521 | 1 |
| Value | Count | Frequency (%) |
| 20.00720837 | 1 | |
| 19.58777262 | 1 | |
| 19.16832739 | 1 | |
| 18.74887195 | 1 | |
| 18.70925454 | 1 | |
| 18.32940553 | 1 | |
| 18.28216761 | 1 | |
| 17.94136306 | 1 | |
| 17.90357438 | 1 | |
| 17.57371241 | 1 |
V9
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0044107253 |
| Minimum | -13.434066 |
|---|---|
| Maximum | 15.594995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 147442 |
| Negative (%) | 52.7% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -13.434066 |
|---|---|
| 5-th percentile | -1.764891 |
| Q1 | -0.64876374 |
| median | -0.054973219 |
| Q3 | 0.59274921 |
| 95-th percentile | 1.7795106 |
| Maximum | 15.594995 |
| Range | 29.029061 |
| Interquartile range (IQR) | 1.2415129 |
Descriptive statistics
| Standard deviation | 1.1000889 |
|---|---|
| Coefficient of variation (CV) | -249.41225 |
| Kurtosis | 3.7293439 |
| Mean | -0.0044107253 |
| Median Absolute Deviation (MAD) | 0.62072968 |
| Skewness | 0.55557506 |
| Sum | -1233.9313 |
| Variance | 1.2101956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1703618522 | 77 | < 0.1% |
| 0.6086058703 | 77 | < 0.1% |
| 0.5873352664 | 62 | < 0.1% |
| 1.671301564 | 60 | < 0.1% |
| 0.3599023789 | 53 | < 0.1% |
| -0.1004339049 | 48 | < 0.1% |
| -0.2979620013 | 44 | < 0.1% |
| -0.7117979388 | 40 | < 0.1% |
| -0.2866140686 | 38 | < 0.1% |
| -0.0527240383 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -13.43406632 | 1 | < 0.1% |
| -13.32015469 | 1 | < 0.1% |
| -11.12662352 | 1 | < 0.1% |
| -10.84252587 | 1 | < 0.1% |
| -9.481456334 | 1 | < 0.1% |
| -9.462572605 | 4 | |
| -9.283924512 | 1 | < 0.1% |
| -8.9609217 | 1 | < 0.1% |
| -8.739670371 | 1 | < 0.1% |
| -8.630390306 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.59499461 | 1 | |
| 10.39288882 | 1 | |
| 10.37065798 | 1 | |
| 10.3484067 | 1 | |
| 10.32613305 | 1 | |
| 10.31397373 | 1 | |
| 9.234623452 | 1 | |
| 9.213022586 | 1 | |
| 9.125534903 | 1 | |
| 9.112555382 | 1 |
V10
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0012677094 |
| Minimum | -24.588262 |
|---|---|
| Maximum | 23.745136 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 156903 |
| Negative (%) | 56.1% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -24.588262 |
|---|---|
| 5-th percentile | -1.341227 |
| Q1 | -0.53481416 |
| median | -0.091965917 |
| Q3 | 0.45847717 |
| 95-th percentile | 1.5502584 |
| Maximum | 23.745136 |
| Range | 48.333399 |
| Interquartile range (IQR) | 0.99329133 |
Descriptive statistics
| Standard deviation | 1.0907924 |
|---|---|
| Coefficient of variation (CV) | 860.44354 |
| Kurtosis | 32.046995 |
| Mean | 0.0012677094 |
| Median Absolute Deviation (MAD) | 0.48170235 |
| Skewness | 1.1636732 |
| Sum | 354.65059 |
| Variance | 1.189828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.04457458938 | 77 | < 0.1% |
| -0.07518616994 | 77 | < 0.1% |
| -0.3620473484 | 62 | < 0.1% |
| -1.02294603 | 60 | < 0.1% |
| -0.3510751014 | 53 | < 0.1% |
| -1.0186222 | 48 | < 0.1% |
| -0.6520966004 | 44 | < 0.1% |
| -1.57028828 | 40 | < 0.1% |
| -0.5359027355 | 38 | < 0.1% |
| 0.001148754534 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -24.58826244 | 1 | < 0.1% |
| -24.40318497 | 1 | < 0.1% |
| -23.22825484 | 1 | < 0.1% |
| -22.18708856 | 4 | |
| -20.94919155 | 1 | < 0.1% |
| -19.83614885 | 1 | < 0.1% |
| -18.91324333 | 1 | < 0.1% |
| -18.27116817 | 1 | < 0.1% |
| -17.14151364 | 1 | < 0.1% |
| -16.74604411 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 23.74513612 | 1 | |
| 15.33174156 | 1 | |
| 15.24568569 | 1 | |
| 15.2360282 | 1 | |
| 13.81175777 | 1 | |
| 13.7273472 | 1 | |
| 13.6444596 | 1 | |
| 13.56015529 | 1 | |
| 13.24943301 | 1 | |
| 13.19822576 | 1 |
V11
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0063855864 |
| Minimum | -4.7974735 |
|---|---|
| Maximum | 12.018913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 143583 |
| Negative (%) | 51.3% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -4.7974735 |
|---|---|
| 5-th percentile | -1.5757017 |
| Q1 | -0.76733969 |
| median | -0.03842177 |
| Q3 | 0.73182446 |
| 95-th percentile | 1.6061635 |
| Maximum | 12.018913 |
| Range | 16.816387 |
| Interquartile range (IQR) | 1.4991642 |
Descriptive statistics
| Standard deviation | 1.0187157 |
|---|---|
| Coefficient of variation (CV) | -159.53362 |
| Kurtosis | 1.6906157 |
| Mean | -0.0063855864 |
| Median Absolute Deviation (MAD) | 0.74941505 |
| Skewness | 0.36070992 |
| Sum | -1786.4125 |
| Variance | 1.0377817 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3567490185 | 77 | < 0.1% |
| 0.0635044576 | 77 | < 0.1% |
| -0.5895980404 | 62 | < 0.1% |
| -0.1914229727 | 60 | < 0.1% |
| 0.3296508837 | 53 | < 0.1% |
| 0.8070381067 | 48 | < 0.1% |
| 0.4180026649 | 44 | < 0.1% |
| 3.463017821 | 40 | < 0.1% |
| 0.3328484176 | 38 | < 0.1% |
| -0.02860892995 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -4.797473465 | 1 | |
| -4.682930548 | 1 | |
| -4.568390246 | 1 | |
| -4.453852842 | 1 | |
| -4.339318655 | 1 | |
| -4.224788057 | 1 | |
| -4.110261479 | 2 | |
| -4.049894914 | 2 | |
| -4.034717859 | 2 | |
| -4.010267867 | 2 |
| Value | Count | Frequency (%) |
| 12.01891318 | 1 | |
| 11.66920474 | 1 | |
| 11.61972348 | 1 | |
| 11.27792073 | 1 | |
| 11.22847028 | 1 | |
| 11.1524906 | 1 | |
| 11.02705909 | 1 | |
| 10.85301165 | 1 | |
| 10.54526295 | 1 | |
| 10.44684681 | 1 |
V12
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0056237089 |
| Minimum | -18.683715 |
|---|---|
| Maximum | 7.8483921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 118774 |
| Negative (%) | 42.5% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -18.683715 |
|---|---|
| 5-th percentile | -1.9250386 |
| Q1 | -0.40152746 |
| median | 0.14124607 |
| Q3 | 0.61844587 |
| 95-th percentile | 1.242965 |
| Maximum | 7.8483921 |
| Range | 26.532107 |
| Interquartile range (IQR) | 1.0199733 |
Descriptive statistics
| Standard deviation | 0.99125102 |
|---|---|
| Coefficient of variation (CV) | 176.26286 |
| Kurtosis | 21.221725 |
| Mean | 0.0056237089 |
| Median Absolute Deviation (MAD) | 0.506002 |
| Skewness | -2.318277 |
| Sum | 1573.2719 |
| Variance | 0.98257859 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.07345951735 | 77 | < 0.1% |
| 0.3505635733 | 77 | < 0.1% |
| -0.1747120531 | 62 | < 0.1% |
| 0.6310273415 | 60 | < 0.1% |
| 0.1835081206 | 53 | < 0.1% |
| -0.3305476278 | 48 | < 0.1% |
| -0.3224369237 | 44 | < 0.1% |
| 0.5384113631 | 40 | < 0.1% |
| -0.2683187385 | 38 | < 0.1% |
| 0.07365651502 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -18.68371463 | 1 | |
| -18.55369701 | 1 | |
| -18.43113103 | 1 | |
| -18.04759657 | 1 | |
| -17.76914346 | 1 | |
| -17.63160631 | 1 | |
| -17.22866224 | 1 | |
| -17.18291843 | 2 | |
| -17.15040525 | 1 | |
| -17.13130095 | 1 |
| Value | Count | Frequency (%) |
| 7.848392076 | 1 | |
| 4.846452409 | 1 | |
| 4.574082241 | 1 | |
| 4.472920584 | 1 | |
| 4.406338221 | 1 | |
| 4.403898555 | 1 | |
| 4.31807084 | 1 | |
| 4.317588992 | 1 | |
| 4.299511253 | 1 | |
| 4.293341845 | 1 |
V13
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0037752544 |
| Minimum | -5.7918812 |
|---|---|
| Maximum | 7.126883 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 141841 |
| Negative (%) | 50.7% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -5.7918812 |
|---|---|
| 5-th percentile | -1.6404622 |
| Q1 | -0.64976297 |
| median | -0.015536637 |
| Q3 | 0.65827428 |
| 95-th percentile | 1.5928941 |
| Maximum | 7.126883 |
| Range | 12.918764 |
| Interquartile range (IQR) | 1.3080373 |
Descriptive statistics
| Standard deviation | 0.99210001 |
|---|---|
| Coefficient of variation (CV) | -262.79024 |
| Kurtosis | 0.1954971 |
| Mean | -0.0037752544 |
| Median Absolute Deviation (MAD) | 0.653628 |
| Skewness | 0.058808818 |
| Sum | -1056.1538 |
| Variance | 0.98426242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.5177596942 | 77 | < 0.1% |
| -0.1412383222 | 77 | < 0.1% |
| -0.6211270614 | 62 | < 0.1% |
| 0.03190727035 | 60 | < 0.1% |
| -0.272918545 | 53 | < 0.1% |
| -0.5314186517 | 48 | < 0.1% |
| -0.1434691546 | 44 | < 0.1% |
| -0.3780953845 | 40 | < 0.1% |
| -0.1276141958 | 38 | < 0.1% |
| 0.04128482958 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -5.791881206 | 1 | |
| -4.008639792 | 1 | |
| -3.961757536 | 1 | |
| -3.888606286 | 1 | |
| -3.881106249 | 1 | |
| -3.848943149 | 1 | |
| -3.844973612 | 1 | |
| -3.835617838 | 1 | |
| -3.816447623 | 1 | |
| -3.808723988 | 1 |
| Value | Count | Frequency (%) |
| 7.126882959 | 1 | |
| 4.569008959 | 1 | |
| 4.469566192 | 1 | |
| 4.465413177 | 1 | |
| 4.369998379 | 1 | |
| 4.316156232 | 1 | |
| 4.262850926 | 1 | |
| 4.099351905 | 1 | |
| 4.044577086 | 1 | |
| 3.951390651 | 1 |
V14
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0038897407 |
| Minimum | -19.214325 |
|---|---|
| Maximum | 10.526766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 131795 |
| Negative (%) | 47.1% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -19.214325 |
|---|---|
| 5-th percentile | -1.4436049 |
| Q1 | -0.42862737 |
| median | 0.048281018 |
| Q3 | 0.49056285 |
| 95-th percentile | 1.375604 |
| Maximum | 10.526766 |
| Range | 29.741092 |
| Interquartile range (IQR) | 0.91919021 |
Descriptive statistics
| Standard deviation | 0.95852643 |
|---|---|
| Coefficient of variation (CV) | -246.42425 |
| Kurtosis | 24.222171 |
| Mean | -0.0038897407 |
| Median Absolute Deviation (MAD) | 0.4582185 |
| Skewness | -2.016578 |
| Sum | -1088.1822 |
| Variance | 0.91877292 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4069689344 | 77 | < 0.1% |
| 0.6909716184 | 77 | < 0.1% |
| -0.703512784 | 62 | < 0.1% |
| -0.03142538126 | 60 | < 0.1% |
| -0.5974366652 | 53 | < 0.1% |
| -2.181448825 | 48 | < 0.1% |
| -1.154524296 | 44 | < 0.1% |
| -3.04549518 | 40 | < 0.1% |
| -0.8682999609 | 38 | < 0.1% |
| 0.4255004854 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -19.21432549 | 1 | |
| -18.82208674 | 1 | |
| -18.49377336 | 1 | |
| -18.3920915 | 1 | |
| -18.04999769 | 1 | |
| -17.72163835 | 1 | |
| -17.62063435 | 1 | |
| -17.47592128 | 1 | |
| -17.23020216 | 1 | |
| -16.33759594 | 1 |
| Value | Count | Frequency (%) |
| 10.52676605 | 1 | |
| 7.754598748 | 1 | |
| 7.692208544 | 1 | |
| 7.667725751 | 1 | |
| 7.518402781 | 1 | |
| 7.439565532 | 1 | |
| 7.421943853 | 1 | |
| 7.293225596 | 1 | |
| 7.234248879 | 1 | |
| 7.187926027 | 1 |
V15
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0030921283 |
| Minimum | -4.4989447 |
|---|---|
| Maximum | 8.8777416 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 134335 |
| Negative (%) | 48.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -4.4989447 |
|---|---|
| 5-th percentile | -1.5961682 |
| Q1 | -0.58600449 |
| median | 0.043446355 |
| Q3 | 0.64530461 |
| 95-th percentile | 1.3712363 |
| Maximum | 8.8777416 |
| Range | 13.376686 |
| Interquartile range (IQR) | 1.2313091 |
Descriptive statistics
| Standard deviation | 0.91528051 |
|---|---|
| Coefficient of variation (CV) | -296.0034 |
| Kurtosis | 0.28269314 |
| Mean | -0.0030921283 |
| Median Absolute Deviation (MAD) | 0.61542432 |
| Skewness | -0.3046314 |
| Sum | -865.04455 |
| Variance | 0.83773841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.124146923 | 77 | < 0.1% |
| 1.275257039 | 77 | < 0.1% |
| 0.2719566102 | 62 | < 0.1% |
| 1.446626976 | 60 | < 0.1% |
| 0.5838968103 | 53 | < 0.1% |
| 0.3887240831 | 48 | < 0.1% |
| 1.157633714 | 44 | < 0.1% |
| 1.468911143 | 40 | < 0.1% |
| 1.128538982 | 38 | < 0.1% |
| 1.24527653 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -4.498944677 | 1 | |
| -4.391307068 | 1 | |
| -4.19932125 | 1 | |
| -4.196619695 | 1 | |
| -4.097947131 | 1 | |
| -4.092344269 | 1 | |
| -4.025373127 | 1 | |
| -4.005558002 | 1 | |
| -3.936008084 | 1 | |
| -3.924951332 | 1 |
| Value | Count | Frequency (%) |
| 8.877741598 | 1 | |
| 5.825654319 | 1 | |
| 5.78451389 | 1 | |
| 5.720478632 | 1 | |
| 5.685899052 | 1 | |
| 5.667667171 | 1 | |
| 5.501116596 | 1 | |
| 5.126187082 | 1 | |
| 4.97005728 | 1 | |
| 4.858397949 | 1 |
V16
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00069136162 |
| Minimum | -14.129855 |
|---|---|
| Maximum | 17.315112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 130032 |
| Negative (%) | 46.5% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -14.129855 |
|---|---|
| 5-th percentile | -1.4920297 |
| Q1 | -0.46638602 |
| median | 0.067310855 |
| Q3 | 0.52327195 |
| 95-th percentile | 1.3236037 |
| Maximum | 17.315112 |
| Range | 31.444966 |
| Interquartile range (IQR) | 0.98965797 |
Descriptive statistics
| Standard deviation | 0.87670548 |
|---|---|
| Coefficient of variation (CV) | 1268.0852 |
| Kurtosis | 10.57933 |
| Mean | 0.00069136162 |
| Median Absolute Deviation (MAD) | 0.49160902 |
| Skewness | -1.1142686 |
| Sum | 193.41325 |
| Variance | 0.7686125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3424697541 | 77 | < 0.1% |
| -0.371962125 | 77 | < 0.1% |
| 0.3186880634 | 62 | < 0.1% |
| -0.1218203786 | 60 | < 0.1% |
| 0.1786758365 | 53 | < 0.1% |
| 0.2320713777 | 48 | < 0.1% |
| 0.8781749178 | 44 | < 0.1% |
| -0.02974151433 | 40 | < 0.1% |
| 0.7865060537 | 38 | < 0.1% |
| 0.6403675125 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -14.12985452 | 1 | |
| -13.56327296 | 1 | |
| -13.30388758 | 1 | |
| -13.25683309 | 1 | |
| -13.25154198 | 1 | |
| -12.6752689 | 1 | |
| -12.66169572 | 2 | |
| -12.44856234 | 1 | |
| -12.43227914 | 1 | |
| -12.42796136 | 1 |
| Value | Count | Frequency (%) |
| 17.31511152 | 1 | |
| 8.28988956 | 1 | |
| 7.059131811 | 1 | |
| 6.442797901 | 1 | |
| 6.351853498 | 1 | |
| 6.098529451 | 1 | |
| 5.998262879 | 1 | |
| 5.720320216 | 1 | |
| 5.600122947 | 1 | |
| 5.562387814 | 1 |
V17
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0013959057 |
| Minimum | -25.162799 |
|---|---|
| Maximum | 9.2535263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 151095 |
| Negative (%) | 54.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -25.162799 |
|---|---|
| 5-th percentile | -0.9827914 |
| Q1 | -0.4844557 |
| median | -0.066793205 |
| Q3 | 0.39708212 |
| 95-th percentile | 1.2721022 |
| Maximum | 9.2535263 |
| Range | 34.416326 |
| Interquartile range (IQR) | 0.88153782 |
Descriptive statistics
| Standard deviation | 0.85070536 |
|---|---|
| Coefficient of variation (CV) | -609.42895 |
| Kurtosis | 95.831309 |
| Mean | -0.0013959057 |
| Median Absolute Deviation (MAD) | 0.43864254 |
| Skewness | -3.9019895 |
| Sum | -390.5144 |
| Variance | 0.72369961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.3746564401 | 77 | < 0.1% |
| -0.6019568028 | 77 | < 0.1% |
| 0.5493651287 | 62 | < 0.1% |
| -0.651405237 | 60 | < 0.1% |
| 0.4738982783 | 53 | < 0.1% |
| 2.125021883 | 48 | < 0.1% |
| 0.5369175197 | 44 | < 0.1% |
| 3.664588481 | 40 | < 0.1% |
| 0.316435261 | 38 | < 0.1% |
| -0.9102365035 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -25.16279937 | 1 | |
| -24.01909855 | 1 | |
| -23.81563583 | 1 | |
| -23.24159715 | 1 | |
| -22.88399858 | 1 | |
| -22.66790541 | 1 | |
| -22.60886819 | 1 | |
| -22.54165173 | 1 | |
| -21.90649322 | 1 | |
| -21.71018765 | 1 |
| Value | Count | Frequency (%) |
| 9.25352625 | 1 | |
| 9.207058535 | 1 | |
| 8.538195139 | 1 | |
| 7.893392532 | 1 | |
| 7.766636363 | 1 | |
| 7.733456284 | 1 | |
| 7.611861523 | 1 | |
| 7.573522625 | 1 | |
| 7.454784638 | 1 | |
| 7.413594144 | 1 |
V18
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0029995409 |
| Minimum | -9.4987459 |
|---|---|
| Maximum | 5.0410692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 140029 |
| Negative (%) | 50.1% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -9.4987459 |
|---|---|
| 5-th percentile | -1.3559191 |
| Q1 | -0.49694448 |
| median | -0.0010698949 |
| Q3 | 0.50468449 |
| 95-th percentile | 1.3980045 |
| Maximum | 5.0410692 |
| Range | 14.539815 |
| Interquartile range (IQR) | 1.001629 |
Descriptive statistics
| Standard deviation | 0.83862435 |
|---|---|
| Coefficient of variation (CV) | 279.58424 |
| Kurtosis | 2.595297 |
| Mean | 0.0029995409 |
| Median Absolute Deviation (MAD) | 0.49998403 |
| Skewness | -0.26064944 |
| Sum | 839.14256 |
| Variance | 0.7032908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4389924324 | 77 | < 0.1% |
| -0.05264014626 | 77 | < 0.1% |
| -0.2577858579 | 62 | < 0.1% |
| 0.6179704765 | 60 | < 0.1% |
| -0.4988497987 | 53 | < 0.1% |
| 0.4055486736 | 48 | < 0.1% |
| 0.7128730126 | 44 | < 0.1% |
| -0.1051895888 | 40 | < 0.1% |
| 0.587856253 | 38 | < 0.1% |
| -0.0686980996 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -9.498745921 | 1 | |
| -9.335193079 | 1 | |
| -9.287832214 | 1 | |
| -9.264608733 | 1 | |
| -9.170557219 | 1 | |
| -9.090892061 | 1 | |
| -9.042845151 | 1 | |
| -8.859451925 | 1 | |
| -8.829819766 | 1 | |
| -8.668815197 | 1 |
| Value | Count | Frequency (%) |
| 5.041069185 | 1 | |
| 4.712397566 | 1 | |
| 4.295648234 | 1 | |
| 4.243841213 | 1 | |
| 4.199591107 | 1 | |
| 4.115559919 | 1 | |
| 4.093439956 | 1 | |
| 4.079390035 | 1 | |
| 4.071328562 | 1 | |
| 4.054462468 | 1 |
V19
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00058035615 |
| Minimum | -7.2135274 |
|---|---|
| Maximum | 5.5919714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 139389 |
| Negative (%) | 49.8% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -7.2135274 |
|---|---|
| 5-th percentile | -1.3570441 |
| Q1 | -0.45665601 |
| median | 0.0030878808 |
| Q3 | 0.45710764 |
| 95-th percentile | 1.2865677 |
| Maximum | 5.5919714 |
| Range | 12.805499 |
| Interquartile range (IQR) | 0.91376365 |
Descriptive statistics
| Standard deviation | 0.81446461 |
|---|---|
| Coefficient of variation (CV) | -1403.3876 |
| Kurtosis | 1.7358122 |
| Mean | -0.00058035615 |
| Median Absolute Deviation (MAD) | 0.45707325 |
| Skewness | 0.11604351 |
| Sum | -162.3587 |
| Variance | 0.66335261 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.116090785 | 77 | < 0.1% |
| -0.3305904484 | 77 | < 0.1% |
| 0.01625612798 | 62 | < 0.1% |
| 0.9276000446 | 60 | < 0.1% |
| -0.1400986848 | 53 | < 0.1% |
| -0.4409295119 | 48 | < 0.1% |
| 0.006773555225 | 44 | < 0.1% |
| -2.097944321 | 40 | < 0.1% |
| 0.04935008318 | 38 | < 0.1% |
| 0.2552676745 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -7.21352743 | 1 | |
| -6.938297318 | 1 | |
| -4.932733055 | 1 | |
| -4.676092279 | 1 | |
| -4.619034342 | 1 | |
| -4.539839957 | 1 | |
| -4.42194397 | 1 | |
| -4.395282985 | 1 | |
| -4.392420909 | 1 | |
| -4.384828428 | 1 |
| Value | Count | Frequency (%) |
| 5.591971427 | 1 | |
| 5.572113327 | 1 | |
| 5.501747214 | 1 | |
| 5.22834179 | 1 | |
| 4.891062441 | 1 | |
| 4.851255137 | 1 | |
| 4.801122553 | 1 | |
| 4.727189814 | 1 | |
| 4.715141671 | 1 | |
| 4.703263246 | 1 |
V20
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.001083814 |
| Minimum | -54.49772 |
|---|---|
| Maximum | 39.420904 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 166715 |
| Negative (%) | 59.6% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -54.49772 |
|---|---|
| 5-th percentile | -0.56004265 |
| Q1 | -0.21305917 |
| median | -0.064065985 |
| Q3 | 0.13168673 |
| 95-th percentile | 0.83887477 |
| Maximum | 39.420904 |
| Range | 93.918625 |
| Interquartile range (IQR) | 0.3447459 |
Descriptive statistics
| Standard deviation | 0.7742127 |
|---|---|
| Coefficient of variation (CV) | -714.3409 |
| Kurtosis | 270.87627 |
| Mean | -0.001083814 |
| Median Absolute Deviation (MAD) | 0.16861234 |
| Skewness | -2.0512369 |
| Sum | -303.20456 |
| Variance | 0.5994053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.1320797243 | 77 | < 0.1% |
| -0.1803701186 | 77 | < 0.1% |
| -0.1874207884 | 62 | < 0.1% |
| 0.005756655419 | 60 | < 0.1% |
| -0.1207140343 | 53 | < 0.1% |
| -0.08698932974 | 48 | < 0.1% |
| 0.0536071193 | 44 | < 0.1% |
| -0.1675554163 | 40 | < 0.1% |
| 0.04521744119 | 38 | < 0.1% |
| 0.01695215418 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -54.49772049 | 1 | |
| -28.00963533 | 1 | |
| -25.22234524 | 1 | |
| -23.64689033 | 1 | |
| -23.42017257 | 1 | |
| -22.8385483 | 1 | |
| -21.96489828 | 1 | |
| -21.53382174 | 1 | |
| -21.38712193 | 1 | |
| -21.02827171 | 1 |
| Value | Count | Frequency (%) |
| 39.42090425 | 1 | |
| 38.11720913 | 1 | |
| 26.23739079 | 1 | |
| 24.13389419 | 1 | |
| 23.64909457 | 1 | |
| 23.64341694 | 1 | |
| 19.74645308 | 1 | |
| 17.8852382 | 1 | |
| 17.81950743 | 1 | |
| 17.2818589 | 1 |
V21
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0004098227 |
| Minimum | -34.830382 |
|---|---|
| Maximum | 27.202839 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 149957 |
| Negative (%) | 53.6% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -34.830382 |
|---|---|
| 5-th percentile | -0.50581313 |
| Q1 | -0.22807456 |
| median | -0.028192637 |
| Q3 | 0.18843886 |
| 95-th percentile | 0.53808111 |
| Maximum | 27.202839 |
| Range | 62.033221 |
| Interquartile range (IQR) | 0.41651342 |
Descriptive statistics
| Standard deviation | 0.73338762 |
|---|---|
| Coefficient of variation (CV) | 1789.5242 |
| Kurtosis | 209.27742 |
| Mean | 0.0004098227 |
| Median Absolute Deviation (MAD) | 0.20729384 |
| Skewness | 3.56817 |
| Sum | 114.65077 |
| Variance | 0.5378574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.262580846 | 77 | < 0.1% |
| 0.2697649514 | 77 | < 0.1% |
| -0.3611580366 | 62 | < 0.1% |
| -0.06420828148 | 60 | < 0.1% |
| -0.3523338005 | 53 | < 0.1% |
| -0.06721666134 | 48 | < 0.1% |
| -0.2074324045 | 44 | < 0.1% |
| -0.04023759275 | 40 | < 0.1% |
| -0.1918199828 | 38 | < 0.1% |
| -0.3133074454 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -34.83038214 | 1 | |
| -22.88934704 | 1 | |
| -22.79760391 | 1 | |
| -22.75753986 | 1 | |
| -22.6656846 | 1 | |
| -21.62011965 | 1 | |
| -21.45373628 | 1 | |
| -20.26205434 | 1 | |
| -18.63291855 | 1 | |
| -18.6030882 | 1 |
| Value | Count | Frequency (%) |
| 27.20283916 | 6 | |
| 22.61488937 | 1 | < 0.1% |
| 22.59954336 | 1 | < 0.1% |
| 22.58898947 | 1 | < 0.1% |
| 22.58067527 | 1 | < 0.1% |
| 22.57971423 | 1 | < 0.1% |
| 22.56568024 | 1 | < 0.1% |
| 21.89972377 | 1 | < 0.1% |
| 20.0637858 | 1 | < 0.1% |
| 19.33082993 | 1 | < 0.1% |
V22
Real number (ℝ)
High correlation
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0027324868 |
| Minimum | -10.933144 |
|---|---|
| Maximum | 10.50309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 138424 |
| Negative (%) | 49.5% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -10.933144 |
|---|---|
| 5-th percentile | -1.0827445 |
| Q1 | -0.5412159 |
| median | 0.0097842855 |
| Q3 | 0.53372787 |
| 95-th percentile | 1.1327897 |
| Maximum | 10.50309 |
| Range | 21.436234 |
| Interquartile range (IQR) | 1.0749438 |
Descriptive statistics
| Standard deviation | 0.72698096 |
|---|---|
| Coefficient of variation (CV) | 266.05104 |
| Kurtosis | 2.8248249 |
| Mean | 0.0027324868 |
| Median Absolute Deviation (MAD) | 0.53812334 |
| Skewness | -0.21700355 |
| Sum | 764.43232 |
| Variance | 0.52850131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.8162637632 | 77 | < 0.1% |
| 0.8446266468 | 77 | < 0.1% |
| -0.9842619492 | 62 | < 0.1% |
| -0.08058707745 | 60 | < 0.1% |
| -0.9969367748 | 53 | < 0.1% |
| -0.07264159949 | 48 | < 0.1% |
| -0.6924166842 | 44 | < 0.1% |
| 0.09617157396 | 40 | < 0.1% |
| -0.6501177955 | 38 | < 0.1% |
| -1.068934378 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -10.9331437 | 1 | < 0.1% |
| -9.499422964 | 1 | < 0.1% |
| -8.887017141 | 6 | |
| -8.593641565 | 1 | < 0.1% |
| -8.55580793 | 1 | < 0.1% |
| -8.527144872 | 1 | < 0.1% |
| -8.483441127 | 1 | < 0.1% |
| -8.454599243 | 1 | < 0.1% |
| -8.420245605 | 1 | < 0.1% |
| -8.245481399 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10.50309009 | 1 | |
| 8.361985192 | 1 | |
| 8.316275439 | 1 | |
| 8.272232984 | 1 | |
| 7.357255162 | 1 | |
| 7.248762607 | 1 | |
| 7.220157654 | 1 | |
| 7.057496403 | 1 | |
| 6.790452189 | 1 | |
| 6.090513506 | 1 |
V23
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00073795065 |
| Minimum | -44.807735 |
|---|---|
| Maximum | 22.528412 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 145414 |
| Negative (%) | 52.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -44.807735 |
|---|---|
| 5-th percentile | -0.47402494 |
| Q1 | -0.16129288 |
| median | -0.010487106 |
| Q3 | 0.14902369 |
| 95-th percentile | 0.48966115 |
| Maximum | 22.528412 |
| Range | 67.336147 |
| Interquartile range (IQR) | 0.31031657 |
Descriptive statistics
| Standard deviation | 0.62810072 |
|---|---|
| Coefficient of variation (CV) | 851.14189 |
| Kurtosis | 437.55033 |
| Mean | 0.00073795065 |
| Median Absolute Deviation (MAD) | 0.15491143 |
| Skewness | -5.8700618 |
| Sum | 206.44686 |
| Variance | 0.39451051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.140304302 | 77 | < 0.1% |
| 0.02067466769 | 77 | < 0.1% |
| 0.3541980943 | 62 | < 0.1% |
| -0.07299107927 | 60 | < 0.1% |
| 0.363484906 | 53 | < 0.1% |
| -0.03658428268 | 48 | < 0.1% |
| -0.1185975116 | 44 | < 0.1% |
| -0.09254896958 | 40 | < 0.1% |
| -0.1140694638 | 38 | < 0.1% |
| 0.103796606 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -44.8077352 | 1 | |
| -36.66600007 | 1 | |
| -32.828995 | 1 | |
| -30.26972001 | 1 | |
| -27.53364329 | 1 | |
| -27.21543637 | 1 | |
| -26.75111866 | 1 | |
| -26.42974136 | 1 | |
| -25.35674425 | 1 | |
| -23.22201631 | 1 |
| Value | Count | Frequency (%) |
| 22.52841169 | 1 | |
| 22.08354487 | 1 | |
| 20.8033441 | 1 | |
| 19.22816908 | 1 | |
| 19.00294182 | 1 | |
| 18.94673404 | 1 | |
| 18.36447227 | 1 | |
| 17.7684618 | 1 | |
| 17.75173056 | 1 | |
| 17.60663686 | 1 |
V24
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00068455281 |
| Minimum | -2.8366269 |
|---|---|
| Maximum | 4.5845491 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 125698 |
| Negative (%) | 44.9% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -2.8366269 |
|---|---|
| 5-th percentile | -1.1434144 |
| Q1 | -0.35474117 |
| median | 0.040233897 |
| Q3 | 0.43936696 |
| 95-th percentile | 0.8569738 |
| Maximum | 4.5845491 |
| Range | 7.4211761 |
| Interquartile range (IQR) | 0.79410813 |
Descriptive statistics
| Standard deviation | 0.60536598 |
|---|---|
| Coefficient of variation (CV) | -884.32326 |
| Kurtosis | 0.62587353 |
| Mean | -0.00068455281 |
| Median Absolute Deviation (MAD) | 0.39712497 |
| Skewness | -0.55111701 |
| Sum | -191.50844 |
| Variance | 0.36646797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3578272493 | 77 | < 0.1% |
| 0.7262118838 | 77 | < 0.1% |
| 0.6207093385 | 62 | < 0.1% |
| 1.01813597 | 60 | < 0.1% |
| 0.6048265698 | 53 | < 0.1% |
| 0.5296927676 | 48 | < 0.1% |
| 0.8914796679 | 44 | < 0.1% |
| -1.345663706 | 40 | < 0.1% |
| 0.9159355995 | 38 | < 0.1% |
| 0.9921257146 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -2.836626919 | 1 | |
| -2.824848903 | 1 | |
| -2.822683592 | 1 | |
| -2.822383969 | 1 | |
| -2.814897636 | 1 | |
| -2.807896962 | 1 | |
| -2.790479323 | 1 | |
| -2.78961381 | 1 | |
| -2.776600389 | 1 | |
| -2.775669771 | 1 |
| Value | Count | Frequency (%) |
| 4.584549137 | 1 | |
| 4.02286589 | 1 | |
| 4.016341817 | 1 | |
| 4.014444385 | 1 | |
| 3.998293678 | 1 | |
| 3.99064595 | 1 | |
| 3.979636646 | 1 | |
| 3.962197343 | 1 | |
| 3.957012821 | 1 | |
| 3.951679291 | 1 |
V25
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0017523125 |
| Minimum | -10.295397 |
|---|---|
| Maximum | 7.5195887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 137406 |
| Negative (%) | 49.1% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -10.295397 |
|---|---|
| 5-th percentile | -0.82835826 |
| Q1 | -0.31981356 |
| median | 0.013354652 |
| Q3 | 0.35048965 |
| 95-th percentile | 0.76175663 |
| Maximum | 7.5195887 |
| Range | 17.814986 |
| Interquartile range (IQR) | 0.67030322 |
Descriptive statistics
| Standard deviation | 0.52301849 |
|---|---|
| Coefficient of variation (CV) | -298.47329 |
| Kurtosis | 4.2927752 |
| Mean | -0.0017523125 |
| Median Absolute Deviation (MAD) | 0.33509617 |
| Skewness | -0.4116703 |
| Sum | -490.2217 |
| Variance | 0.27354834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1864229457 | 77 | < 0.1% |
| 0.366624307 | 77 | < 0.1% |
| -0.2971378761 | 62 | < 0.1% |
| 0.6635747725 | 60 | < 0.1% |
| -0.2645595863 | 53 | < 0.1% |
| 0.414685142 | 48 | < 0.1% |
| 0.7302403643 | 44 | < 0.1% |
| 0.5103049571 | 40 | < 0.1% |
| 0.7300730401 | 38 | < 0.1% |
| 0.3693981601 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -10.29539707 | 1 | |
| -8.69662677 | 1 | |
| -7.495741104 | 1 | |
| -7.081325346 | 1 | |
| -7.025783182 | 1 | |
| -6.712623728 | 1 | |
| -6.429333989 | 1 | |
| -6.035054268 | 1 | |
| -5.7852551 | 1 | |
| -5.785209207 | 1 |
| Value | Count | Frequency (%) |
| 7.519588679 | 1 | |
| 6.070850384 | 1 | |
| 5.852483571 | 1 | |
| 5.826159035 | 1 | |
| 5.541597595 | 1 | |
| 5.525092704 | 1 | |
| 5.521139565 | 1 | |
| 5.473885357 | 1 | |
| 5.376594958 | 1 | |
| 4.881207473 | 1 |
V26
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00087281688 |
| Minimum | -2.6045506 |
|---|---|
| Maximum | 3.5173456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 148950 |
| Negative (%) | 53.2% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -2.6045506 |
|---|---|
| 5-th percentile | -0.69507444 |
| Q1 | -0.3259911 |
| median | -0.051539613 |
| Q3 | 0.2408352 |
| 95-th percentile | 0.92061427 |
| Maximum | 3.5173456 |
| Range | 6.1218962 |
| Interquartile range (IQR) | 0.5668263 |
Descriptive statistics
| Standard deviation | 0.48199168 |
|---|---|
| Coefficient of variation (CV) | 552.22543 |
| Kurtosis | 0.92131363 |
| Mean | 0.00087281688 |
| Median Absolute Deviation (MAD) | 0.27991214 |
| Skewness | 0.57601601 |
| Sum | 244.17663 |
| Variance | 0.23231598 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.09654447079 | 77 | < 0.1% |
| -0.398827515 | 77 | < 0.1% |
| 0.1667356343 | 62 | < 0.1% |
| -0.6713228443 | 60 | < 0.1% |
| 0.2196706474 | 53 | < 0.1% |
| 0.7358696518 | 48 | < 0.1% |
| 0.3840134458 | 44 | < 0.1% |
| -0.1826735225 | 40 | < 0.1% |
| 0.3838794176 | 38 | < 0.1% |
| 0.1103735486 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -2.604550553 | 1 | |
| -2.534329721 | 1 | |
| -2.24162029 | 1 | |
| -2.068560869 | 1 | |
| -1.855355338 | 1 | |
| -1.778061476 | 1 | |
| -1.77357484 | 1 | |
| -1.732917021 | 1 | |
| -1.73200827 | 1 | |
| -1.726927874 | 1 |
| Value | Count | Frequency (%) |
| 3.517345612 | 1 | |
| 3.415636243 | 1 | |
| 3.220178375 | 1 | |
| 3.155327473 | 1 | |
| 3.122747439 | 1 | |
| 3.119294529 | 1 | |
| 3.118588477 | 1 | |
| 3.116200102 | 1 | |
| 3.080587917 | 1 | |
| 3.072936744 | 1 |
V27
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.00068262664 |
| Minimum | -22.565679 |
|---|---|
| Maximum | 31.612198 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 138769 |
| Negative (%) | 49.6% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -22.565679 |
|---|---|
| 5-th percentile | -0.41576131 |
| Q1 | -0.071200947 |
| median | 0.0010697919 |
| Q3 | 0.090060709 |
| 95-th percentile | 0.38726297 |
| Maximum | 31.612198 |
| Range | 54.177877 |
| Interquartile range (IQR) | 0.16126166 |
Descriptive statistics
| Standard deviation | 0.40472735 |
|---|---|
| Coefficient of variation (CV) | -592.8971 |
| Kurtosis | 246.36384 |
| Mean | -0.00068262664 |
| Median Absolute Deviation (MAD) | 0.078117641 |
| Skewness | -1.1610644 |
| Sum | -190.96958 |
| Variance | 0.16380423 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.03586631529 | 77 | < 0.1% |
| 0.02773512151 | 77 | < 0.1% |
| -0.06829900993 | 62 | < 0.1% |
| 0.09680094523 | 60 | < 0.1% |
| -0.03920945159 | 53 | < 0.1% |
| -0.05823276765 | 48 | < 0.1% |
| -0.02846527247 | 44 | < 0.1% |
| 0.1070583025 | 40 | < 0.1% |
| -0.03190230409 | 38 | < 0.1% |
| -0.02830206643 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -22.56567932 | 1 | |
| -9.895244048 | 1 | |
| -9.845807693 | 1 | |
| -9.793567905 | 1 | |
| -9.544855375 | 1 | |
| -9.543518336 | 1 | |
| -9.390979796 | 1 | |
| -8.878665148 | 2 | |
| -8.839765802 | 2 | |
| -8.703067823 | 1 |
| Value | Count | Frequency (%) |
| 31.61219811 | 1 | |
| 12.15240111 | 1 | |
| 11.13573984 | 1 | |
| 10.50788435 | 1 | |
| 10.13559735 | 1 | |
| 9.879903026 | 1 | |
| 9.200882567 | 1 | |
| 8.932638749 | 1 | |
| 8.70897234 | 1 | |
| 8.254375597 | 1 |
V28
Real number (ℝ)
| Distinct | 270816 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -8.7801916 × 10-5 |
| Minimum | -15.430084 |
|---|---|
| Maximum | 33.847808 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 124311 |
| Negative (%) | 44.4% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | -15.430084 |
|---|---|
| 5-th percentile | -0.31691083 |
| Q1 | -0.053267719 |
| median | 0.010955366 |
| Q3 | 0.07823095 |
| 95-th percentile | 0.25637054 |
| Maximum | 33.847808 |
| Range | 49.277892 |
| Interquartile range (IQR) | 0.13149867 |
Descriptive statistics
| Standard deviation | 0.33143073 |
|---|---|
| Coefficient of variation (CV) | -3774.7551 |
| Kurtosis | 934.59179 |
| Mean | -8.7801916 × 10-5 |
| Median Absolute Deviation (MAD) | 0.065247536 |
| Skewness | 11.259124 |
| Sum | -24.563201 |
| Variance | 0.10984633 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01849457297 | 77 | < 0.1% |
| -0.06028215108 | 77 | < 0.1% |
| -0.02958470284 | 62 | < 0.1% |
| 0.02869687829 | 60 | < 0.1% |
| -0.0427869554 | 53 | < 0.1% |
| -0.02665761951 | 48 | < 0.1% |
| 0.03612330941 | 44 | < 0.1% |
| 0.07181800295 | 40 | < 0.1% |
| 0.0298493414 | 38 | < 0.1% |
| 0.0118363067 | 35 | < 0.1% |
| Other values (270806) | 279223 |
| Value | Count | Frequency (%) |
| -15.43008391 | 1 | |
| -11.71089564 | 1 | |
| -9.617915452 | 1 | |
| -8.6565699 | 1 | |
| -8.478685643 | 1 | |
| -8.464609243 | 1 | |
| -8.424041001 | 1 | |
| -8.412266628 | 1 | |
| -8.364853332 | 1 | |
| -8.33812262 | 1 |
| Value | Count | Frequency (%) |
| 33.84780782 | 1 | |
| 22.62007222 | 1 | |
| 16.12960914 | 1 | |
| 15.94215098 | 1 | |
| 15.87047405 | 1 | |
| 15.86672079 | 1 | |
| 15.7696356 | 1 | |
| 15.7268066 | 1 | |
| 15.64913396 | 1 | |
| 15.63268866 | 1 |
Amount
Real number (ℝ)
High correlation
| Distinct | 32534 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.791084 |
| Minimum | 0 |
|---|---|
| Maximum | 25691.16 |
| Zeros | 1775 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.92 |
| Q1 | 5.74 |
| median | 22.08 |
| Q3 | 77.8 |
| 95-th percentile | 367.854 |
| Maximum | 25691.16 |
| Range | 25691.16 |
| Interquartile range (IQR) | 72.06 |
Descriptive statistics
| Standard deviation | 250.95638 |
|---|---|
| Coefficient of variation (CV) | 2.8263691 |
| Kurtosis | 845.27554 |
| Mean | 88.791084 |
| Median Absolute Deviation (MAD) | 20.3 |
| Skewness | 16.958544 |
| Sum | 24839927 |
| Variance | 62979.102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 13157 | 4.7% |
| 1.98 | 5966 | 2.1% |
| 0.89 | 4796 | 1.7% |
| 9.99 | 4674 | 1.7% |
| 15 | 3243 | 1.2% |
| 0.76 | 2970 | 1.1% |
| 10 | 2913 | 1.0% |
| 1.29 | 2854 | 1.0% |
| 1.79 | 2581 | 0.9% |
| 0.99 | 2255 | 0.8% |
| Other values (32524) | 234348 |
| Value | Count | Frequency (%) |
| 0 | 1775 | |
| 0.01 | 711 | |
| 0.02 | 84 | < 0.1% |
| 0.03 | 3 | < 0.1% |
| 0.04 | 11 | < 0.1% |
| 0.05 | 39 | < 0.1% |
| 0.06 | 3 | < 0.1% |
| 0.07 | 11 | < 0.1% |
| 0.08 | 10 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 25691.16 | 1 | |
| 19656.53 | 1 | |
| 18910 | 1 | |
| 12910.93 | 1 | |
| 11898.09 | 1 | |
| 11789.84 | 1 | |
| 10199.44 | 1 | |
| 10000 | 1 | |
| 8790.26 | 1 | |
| 8787 | 1 |
Class
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.3 MiB |
| 0 | |
|---|---|
| 1 | 489 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 279268 | |
| 1 | 489 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 279268 | |
| 1 | 489 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 279268 | |
| 1 | 489 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 279757 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 279268 | |
| 1 | 489 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 279757 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 279268 | |
| 1 | 489 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 279757 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 279268 | |
| 1 | 489 | 0.2% |
Interactions
Correlations
| Amount | Class | Time | V1 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V2 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Amount | 1.000 | 0.000 | -0.047 | -0.089 | 0.054 | -0.043 | -0.038 | -0.008 | -0.005 | -0.069 | -0.108 | 0.052 | 0.049 | -0.011 | -0.502 | 0.203 | 0.195 | 0.081 | -0.060 | -0.013 | 0.023 | -0.070 | -0.124 | 0.011 | 0.001 | -0.024 | -0.314 | 0.205 | -0.028 | 0.003 | -0.077 |
| Class | 0.000 | 1.000 | 0.036 | 0.147 | 0.556 | 0.617 | 0.663 | 0.008 | 0.670 | 0.007 | 0.587 | 0.693 | 0.509 | 0.078 | 0.259 | 0.017 | 0.094 | 0.107 | 0.018 | 0.009 | 0.022 | 0.002 | 0.041 | 0.031 | 0.355 | 0.374 | 0.193 | 0.000 | 0.307 | 0.197 | 0.389 |
| Time | -0.047 | 0.036 | 1.000 | 0.189 | 0.013 | -0.225 | 0.072 | -0.042 | -0.089 | -0.206 | 0.000 | -0.103 | 0.088 | 0.028 | 0.000 | -0.116 | 0.094 | 0.131 | 0.148 | -0.014 | -0.262 | -0.003 | -0.031 | -0.144 | -0.472 | -0.146 | 0.233 | -0.111 | 0.122 | -0.107 | 0.027 |
| V1 | -0.089 | 0.147 | 0.189 | 1.000 | 0.233 | 0.014 | 0.004 | 0.047 | -0.026 | 0.030 | 0.035 | -0.059 | -0.044 | 0.032 | -0.382 | -0.209 | -0.062 | -0.028 | 0.147 | -0.001 | 0.046 | 0.008 | -0.103 | -0.210 | -0.411 | 0.102 | -0.106 | -0.088 | -0.226 | -0.239 | 0.142 |
| V10 | 0.054 | 0.556 | 0.013 | 0.233 | 1.000 | 0.034 | -0.165 | 0.000 | 0.007 | -0.027 | -0.058 | -0.150 | -0.054 | 0.038 | -0.215 | -0.089 | -0.045 | 0.045 | 0.076 | -0.008 | -0.017 | -0.029 | -0.018 | -0.131 | -0.071 | 0.022 | -0.156 | 0.062 | -0.208 | -0.122 | -0.291 |
| V11 | -0.043 | 0.617 | -0.225 | 0.014 | 0.034 | 1.000 | 0.202 | -0.039 | 0.146 | -0.037 | 0.069 | 0.071 | 0.071 | 0.011 | -0.014 | 0.041 | 0.001 | 0.002 | 0.030 | -0.007 | -0.005 | -0.003 | -0.027 | -0.028 | 0.054 | -0.012 | 0.011 | 0.060 | 0.004 | 0.053 | -0.034 |
| V12 | -0.038 | 0.663 | 0.072 | 0.004 | -0.165 | 0.202 | 1.000 | 0.195 | -0.045 | -0.070 | -0.115 | -0.202 | -0.067 | 0.021 | 0.053 | 0.015 | 0.026 | -0.019 | 0.084 | -0.002 | 0.003 | 0.009 | 0.027 | -0.008 | -0.052 | 0.150 | -0.048 | 0.040 | -0.047 | 0.109 | 0.109 |
| V13 | -0.008 | 0.008 | -0.042 | 0.047 | 0.000 | -0.039 | 0.195 | 1.000 | -0.099 | 0.015 | -0.003 | -0.021 | -0.007 | -0.007 | 0.030 | 0.099 | -0.048 | 0.010 | 0.001 | 0.004 | 0.001 | -0.002 | 0.005 | -0.008 | 0.006 | -0.026 | 0.019 | -0.007 | -0.014 | -0.146 | -0.050 |
| V14 | -0.005 | 0.670 | -0.089 | -0.026 | 0.007 | 0.146 | -0.045 | -0.099 | 1.000 | 0.019 | -0.132 | -0.173 | -0.026 | 0.021 | 0.089 | -0.108 | 0.087 | -0.005 | 0.015 | -0.023 | 0.035 | -0.001 | -0.093 | -0.020 | -0.132 | 0.102 | 0.035 | -0.071 | 0.063 | 0.039 | -0.035 |
| V15 | -0.069 | 0.007 | -0.206 | 0.030 | -0.027 | -0.037 | -0.070 | 0.015 | 0.019 | 1.000 | 0.014 | -0.022 | 0.014 | -0.055 | 0.036 | 0.095 | 0.031 | 0.001 | 0.032 | 0.023 | 0.011 | -0.015 | 0.027 | 0.039 | 0.053 | 0.057 | -0.044 | -0.044 | -0.055 | -0.014 | -0.003 |
| V16 | -0.108 | 0.587 | 0.000 | 0.035 | -0.058 | 0.069 | -0.115 | -0.003 | -0.132 | 0.014 | 1.000 | -0.237 | 0.023 | 0.017 | 0.071 | 0.178 | 0.095 | -0.040 | 0.043 | -0.031 | -0.017 | 0.042 | -0.044 | -0.011 | -0.042 | -0.039 | -0.009 | -0.020 | -0.118 | 0.089 | -0.030 |
| V17 | 0.052 | 0.693 | -0.103 | -0.059 | -0.150 | 0.071 | -0.202 | -0.021 | -0.173 | -0.022 | -0.237 | 1.000 | -0.154 | 0.045 | -0.001 | -0.017 | -0.008 | 0.014 | 0.033 | 0.053 | 0.006 | -0.007 | 0.047 | 0.065 | -0.038 | 0.045 | -0.144 | -0.030 | -0.144 | 0.074 | -0.072 |
| V18 | 0.049 | 0.509 | 0.088 | -0.044 | -0.054 | 0.071 | -0.067 | -0.007 | -0.026 | 0.014 | 0.023 | -0.154 | 1.000 | -0.006 | 0.011 | -0.107 | 0.025 | 0.057 | -0.107 | -0.047 | -0.006 | -0.028 | 0.020 | 0.024 | -0.044 | 0.022 | -0.017 | 0.054 | -0.073 | 0.068 | -0.014 |
| V19 | -0.011 | 0.078 | 0.028 | 0.032 | 0.038 | 0.011 | 0.021 | -0.007 | 0.021 | -0.055 | 0.017 | 0.045 | -0.006 | 1.000 | 0.002 | 0.232 | -0.005 | -0.011 | -0.077 | -0.057 | 0.003 | -0.015 | -0.018 | -0.040 | -0.015 | -0.018 | 0.011 | 0.029 | 0.002 | -0.035 | 0.003 |
| V2 | -0.502 | 0.259 | 0.000 | -0.382 | -0.215 | -0.014 | 0.053 | 0.030 | 0.089 | 0.036 | 0.071 | -0.001 | 0.011 | 0.002 | 1.000 | 0.040 | -0.099 | -0.057 | -0.095 | 0.013 | -0.083 | 0.034 | 0.126 | 0.138 | 0.071 | 0.156 | 0.344 | -0.111 | 0.425 | 0.009 | -0.078 |
| V20 | 0.203 | 0.017 | -0.116 | -0.209 | -0.089 | 0.041 | 0.015 | 0.099 | -0.108 | 0.095 | 0.178 | -0.017 | -0.107 | 0.232 | 0.040 | 1.000 | 0.118 | 0.036 | -0.194 | 0.040 | 0.046 | 0.048 | 0.104 | 0.277 | 0.108 | -0.007 | 0.055 | 0.053 | 0.160 | 0.005 | -0.017 |
| V21 | 0.195 | 0.094 | 0.094 | -0.062 | -0.045 | 0.001 | 0.026 | -0.048 | 0.087 | 0.031 | 0.095 | -0.008 | 0.025 | -0.005 | -0.099 | 0.118 | 1.000 | 0.678 | -0.251 | 0.033 | 0.038 | -0.040 | -0.027 | 0.068 | -0.041 | 0.040 | -0.040 | 0.036 | -0.022 | 0.079 | -0.065 |
| V22 | 0.081 | 0.107 | 0.131 | -0.028 | 0.045 | 0.002 | -0.019 | 0.010 | -0.005 | 0.001 | -0.040 | 0.014 | 0.057 | -0.011 | -0.057 | 0.036 | 0.678 | 1.000 | -0.239 | 0.015 | 0.030 | -0.038 | 0.072 | -0.036 | 0.002 | -0.006 | -0.010 | 0.042 | -0.027 | 0.021 | 0.002 |
| V23 | -0.060 | 0.018 | 0.148 | 0.147 | 0.076 | 0.030 | 0.084 | 0.001 | 0.015 | 0.032 | 0.043 | 0.033 | -0.107 | -0.077 | -0.095 | -0.194 | -0.251 | -0.239 | 1.000 | 0.097 | -0.427 | -0.004 | 0.050 | -0.071 | -0.139 | 0.009 | -0.108 | -0.050 | -0.186 | 0.074 | 0.078 |
| V24 | -0.013 | 0.009 | -0.014 | -0.001 | -0.008 | -0.007 | -0.002 | 0.004 | -0.023 | 0.023 | -0.031 | 0.053 | -0.047 | -0.057 | 0.013 | 0.040 | 0.033 | 0.015 | 0.097 | 1.000 | 0.001 | 0.007 | -0.036 | 0.047 | -0.001 | -0.007 | -0.023 | -0.135 | -0.013 | -0.025 | -0.002 |
| V25 | 0.023 | 0.022 | -0.262 | 0.046 | -0.017 | -0.005 | 0.003 | 0.001 | 0.035 | 0.011 | -0.017 | 0.006 | -0.006 | 0.003 | -0.083 | 0.046 | 0.038 | 0.030 | -0.427 | 0.001 | 1.000 | -0.052 | -0.093 | -0.054 | 0.034 | 0.061 | -0.015 | -0.013 | -0.043 | -0.076 | -0.026 |
| V26 | -0.070 | 0.002 | -0.003 | 0.008 | -0.029 | -0.003 | 0.009 | -0.002 | -0.001 | -0.015 | 0.042 | -0.007 | -0.028 | -0.015 | 0.034 | 0.048 | -0.040 | -0.038 | -0.004 | 0.007 | -0.052 | 1.000 | -0.163 | -0.023 | -0.018 | -0.068 | 0.033 | -0.025 | 0.018 | -0.009 | 0.030 |
| V27 | -0.124 | 0.041 | -0.031 | -0.103 | -0.018 | -0.027 | 0.027 | 0.005 | -0.093 | 0.027 | -0.044 | 0.047 | 0.020 | -0.018 | 0.126 | 0.104 | -0.027 | 0.072 | 0.050 | -0.036 | -0.093 | -0.163 | 1.000 | 0.459 | 0.141 | -0.032 | 0.012 | 0.075 | -0.098 | 0.191 | -0.003 |
| V28 | 0.011 | 0.031 | -0.144 | -0.210 | -0.131 | -0.028 | -0.008 | -0.008 | -0.020 | 0.039 | -0.011 | 0.065 | 0.024 | -0.040 | 0.138 | 0.277 | 0.068 | -0.036 | -0.071 | 0.047 | -0.054 | -0.023 | 0.459 | 1.000 | 0.182 | 0.004 | -0.027 | 0.021 | 0.058 | 0.089 | -0.104 |
| V3 | 0.001 | 0.355 | -0.472 | -0.411 | -0.071 | 0.054 | -0.052 | 0.006 | -0.132 | 0.053 | -0.042 | -0.038 | -0.044 | -0.015 | 0.071 | 0.108 | -0.041 | 0.002 | -0.139 | -0.001 | 0.034 | -0.018 | 0.141 | 0.182 | 1.000 | 0.058 | -0.225 | 0.174 | -0.079 | 0.169 | -0.035 |
| V4 | -0.024 | 0.374 | -0.146 | 0.102 | 0.022 | -0.012 | 0.150 | -0.026 | 0.102 | 0.057 | -0.039 | 0.045 | 0.022 | -0.018 | 0.156 | -0.007 | 0.040 | -0.006 | 0.009 | -0.007 | 0.061 | -0.068 | -0.032 | 0.004 | 0.058 | 1.000 | 0.024 | 0.074 | 0.062 | -0.010 | 0.110 |
| V5 | -0.314 | 0.193 | 0.233 | -0.106 | -0.156 | 0.011 | -0.048 | 0.019 | 0.035 | -0.044 | -0.009 | -0.144 | -0.017 | 0.011 | 0.344 | 0.055 | -0.040 | -0.010 | -0.108 | -0.023 | -0.015 | 0.033 | 0.012 | -0.027 | -0.225 | 0.024 | 1.000 | -0.011 | 0.434 | -0.059 | -0.056 |
| V6 | 0.205 | 0.000 | -0.111 | -0.088 | 0.062 | 0.060 | 0.040 | -0.007 | -0.071 | -0.044 | -0.020 | -0.030 | 0.054 | 0.029 | -0.111 | 0.053 | 0.036 | 0.042 | -0.050 | -0.135 | -0.013 | -0.025 | 0.075 | 0.021 | 0.174 | 0.074 | -0.011 | 1.000 | -0.292 | 0.443 | 0.028 |
| V7 | -0.028 | 0.307 | 0.122 | -0.226 | -0.208 | 0.004 | -0.047 | -0.014 | 0.063 | -0.055 | -0.118 | -0.144 | -0.073 | 0.002 | 0.425 | 0.160 | -0.022 | -0.027 | -0.186 | -0.013 | -0.043 | 0.018 | -0.098 | 0.058 | -0.079 | 0.062 | 0.434 | -0.292 | 1.000 | -0.389 | -0.100 |
| V8 | 0.003 | 0.197 | -0.107 | -0.239 | -0.122 | 0.053 | 0.109 | -0.146 | 0.039 | -0.014 | 0.089 | 0.074 | 0.068 | -0.035 | 0.009 | 0.005 | 0.079 | 0.021 | 0.074 | -0.025 | -0.076 | -0.009 | 0.191 | 0.089 | 0.169 | -0.010 | -0.059 | 0.443 | -0.389 | 1.000 | -0.002 |
| V9 | -0.077 | 0.389 | 0.027 | 0.142 | -0.291 | -0.034 | 0.109 | -0.050 | -0.035 | -0.003 | -0.030 | -0.072 | -0.014 | 0.003 | -0.078 | -0.017 | -0.065 | 0.002 | 0.078 | -0.002 | -0.026 | 0.030 | -0.003 | -0.104 | -0.035 | 0.110 | -0.056 | 0.028 | -0.100 | -0.002 | 1.000 |
Missing values
Sample
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4671.0 | -0.694914 | 0.357493 | 1.994745 | 2.757403 | 1.500583 | -0.328932 | 0.179750 | -0.418916 | 0.488554 | 0.856741 | 0.681679 | -3.092818 | 1.306389 | 1.372276 | 0.456121 | -0.180469 | 0.498309 | -0.380409 | -0.357491 | -0.117966 | -0.348758 | -0.387189 | -0.000921 | -0.013687 | -1.270058 | -0.353263 | -0.138022 | -0.294633 | 3.09 | 0 |
| 1 | 4671.0 | -1.564291 | 0.262619 | 2.440966 | 3.126530 | 0.662077 | 0.545314 | 0.077813 | -0.168831 | 0.060378 | 1.003383 | 2.729077 | -1.862844 | 2.555579 | 1.219943 | 0.349580 | -0.065665 | 0.486890 | 0.573029 | 0.370020 | -0.360572 | -0.004837 | 0.999926 | 0.517385 | 0.207972 | -0.243298 | 0.249359 | -0.201576 | -0.141843 | 20.48 | 0 |
| 2 | 4674.0 | -0.188350 | 0.536509 | -0.135837 | -2.155214 | 2.534992 | 3.100722 | 0.055191 | 0.755601 | 0.991696 | -1.142836 | 0.691573 | -2.734437 | 1.525915 | 1.649170 | -0.165468 | 0.798883 | -0.397791 | 0.283768 | -0.509895 | -0.067623 | -0.230806 | -0.625213 | -0.105529 | 0.984059 | -0.141539 | 0.725719 | -0.080736 | 0.011974 | 0.77 | 0 |
| 3 | 4675.0 | 1.159078 | -0.244250 | -0.527587 | 0.654325 | 1.834024 | 4.130286 | -0.938544 | 0.945693 | 2.026473 | -0.535582 | 0.097640 | -2.107512 | 1.386742 | 1.166194 | -1.499487 | -0.225184 | 0.395319 | 0.287203 | 0.262068 | -0.023783 | -0.297531 | -0.495050 | -0.152003 | 0.966858 | 0.810914 | -0.314128 | 0.026137 | 0.018309 | 40.00 | 0 |
| 4 | 4677.0 | 1.016917 | -0.232035 | 1.025815 | 0.642687 | -1.051924 | -0.941691 | -0.184949 | -0.314760 | 1.668168 | -0.700404 | 1.142239 | -1.259211 | 3.008861 | 1.068464 | -0.446951 | -0.106204 | 0.714585 | -0.496389 | -0.326241 | 0.165574 | -0.108012 | -0.096745 | -0.026054 | 0.977872 | 0.180027 | 0.926807 | -0.094154 | 0.028408 | 110.00 | 0 |
| 5 | 4678.0 | -1.481555 | 0.510891 | 2.420264 | -2.679108 | -0.698882 | -0.254295 | 0.465223 | -0.174532 | 2.951448 | -1.430712 | 1.126123 | -1.566815 | 2.954371 | 0.493112 | 0.994288 | -0.098732 | 0.021100 | 0.238207 | -1.142658 | 0.305170 | -0.020869 | 0.870761 | -0.356607 | 0.112736 | 0.497919 | -0.025026 | 0.421204 | 0.019824 | 98.71 | 0 |
| 6 | 4678.0 | -1.830018 | 1.510567 | 1.628344 | 0.978657 | 0.098531 | -0.604409 | 0.686008 | -1.853954 | 1.756864 | 1.003938 | 0.995195 | -2.737959 | 1.418480 | 0.997861 | 0.564345 | -0.557581 | 0.405360 | 0.140776 | 0.191749 | -0.542126 | 0.653698 | -0.128608 | 0.045480 | 0.628291 | -0.433655 | -0.639219 | -1.442354 | -0.227161 | 25.00 | 0 |
| 7 | 4685.0 | -0.750800 | 1.563125 | 2.063432 | 2.716429 | 0.435627 | 0.653888 | 0.444918 | 0.009700 | 0.054603 | 1.250554 | 2.435331 | -2.489086 | 1.196605 | 1.696597 | 0.205417 | -0.196216 | 0.641500 | 0.220215 | 0.569581 | 0.323139 | -0.349819 | -0.461343 | 0.079916 | -0.104042 | -0.521833 | -0.097324 | 0.189158 | 0.005715 | 2.71 | 0 |
| 8 | 4686.0 | -2.070312 | -6.635808 | -1.270792 | -0.283630 | -3.373696 | -0.057756 | 1.311313 | -0.503258 | 1.945326 | -1.489183 | 1.787027 | -1.544584 | 0.999426 | 1.791707 | -1.151379 | -2.326498 | 1.330861 | 2.262702 | -0.142119 | 2.973540 | 0.617013 | -1.180859 | -1.625893 | 0.589204 | -0.094614 | -0.179494 | -0.306830 | 0.307437 | 1769.69 | 0 |
| 9 | 4686.0 | -0.883501 | 1.491270 | 1.375801 | 0.949456 | 0.454083 | -0.747862 | 0.831740 | -0.655080 | 1.130371 | 0.374986 | 0.704296 | -2.275097 | 2.467728 | 1.192993 | 0.269512 | -0.543340 | 0.356235 | 0.199996 | 0.220556 | 0.076475 | -0.015802 | 0.384422 | -0.239409 | 0.359834 | -0.285818 | -0.450497 | -0.436825 | 0.018138 | 2.08 | 0 |
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 279747 | 172782.0 | -0.241923 | 0.712247 | 0.399806 | -0.463406 | 0.244531 | -1.343668 | 0.929369 | -0.206210 | 0.106234 | -0.284708 | -0.612982 | -0.066655 | -0.732987 | 0.237948 | -0.293959 | -0.245496 | -0.174846 | -0.891169 | -0.290491 | -0.139512 | -0.228876 | -0.514376 | 0.279598 | 0.371441 | -0.559238 | 0.113144 | 0.131507 | 0.081265 | 5.49 | 0 |
| 279748 | 172782.0 | 0.219529 | 0.881246 | -0.635891 | 0.960928 | -0.152971 | -1.014307 | 0.427126 | 0.121340 | -0.285670 | -0.111640 | -1.109232 | -0.453235 | -1.046946 | 1.122674 | 1.243518 | -1.431897 | 0.939328 | -0.002373 | 2.894952 | 0.006666 | 0.099936 | 0.337120 | 0.251791 | 0.057688 | -1.508368 | 0.144023 | 0.181205 | 0.215243 | 24.05 | 0 |
| 279749 | 172783.0 | -1.775135 | -0.004235 | 1.189786 | 0.331096 | 1.196063 | 5.519980 | -1.518185 | 2.080825 | 1.159498 | -0.594242 | -1.264072 | 0.453596 | -0.243142 | -0.858719 | -0.766554 | -0.644646 | 0.447184 | 0.388721 | 0.792135 | 0.348176 | 0.103302 | 0.654850 | -0.348929 | 0.745323 | 0.704545 | -0.127579 | 0.454379 | 0.130308 | 79.99 | 0 |
| 279750 | 172784.0 | 2.039560 | -0.175233 | -1.196825 | 0.234580 | -0.008713 | -0.726571 | 0.017050 | -0.118228 | 0.435402 | 0.267772 | 0.523316 | 0.559047 | -0.834660 | 0.626211 | -0.541494 | 0.225361 | -0.605252 | -0.163049 | 0.561695 | -0.256922 | -0.268048 | -0.717211 | 0.297930 | -0.359769 | -0.315610 | 0.201114 | -0.080826 | -0.075071 | 2.68 | 0 |
| 279751 | 172785.0 | 0.120316 | 0.931005 | -0.546012 | -0.745097 | 1.130314 | -0.235973 | 0.812722 | 0.115093 | -0.204064 | -0.657422 | 0.644837 | 0.190916 | -0.546329 | -0.731707 | -0.808036 | 0.599628 | 0.070441 | 0.373110 | 0.128904 | 0.000676 | -0.314205 | -0.808520 | 0.050343 | 0.102800 | -0.435870 | 0.124079 | 0.217940 | 0.068803 | 2.69 | 0 |
| 279752 | 172786.0 | -11.881118 | 10.071785 | -9.834783 | -2.066656 | -5.364473 | -2.606837 | -4.918215 | 7.305334 | 1.914428 | 4.356170 | -1.593105 | 2.711941 | -0.689256 | 4.626942 | -0.924459 | 1.107641 | 1.991691 | 0.510632 | -0.682920 | 1.475829 | 0.213454 | 0.111864 | 1.014480 | -0.509348 | 1.436807 | 0.250034 | 0.943651 | 0.823731 | 0.77 | 0 |
| 279753 | 172787.0 | -0.732789 | -0.055080 | 2.035030 | -0.738589 | 0.868229 | 1.058415 | 0.024330 | 0.294869 | 0.584800 | -0.975926 | -0.150189 | 0.915802 | 1.214756 | -0.675143 | 1.164931 | -0.711757 | -0.025693 | -1.221179 | -1.545556 | 0.059616 | 0.214205 | 0.924384 | 0.012463 | -1.016226 | -0.606624 | -0.395255 | 0.068472 | -0.053527 | 24.79 | 0 |
| 279754 | 172788.0 | 1.919565 | -0.301254 | -3.249640 | -0.557828 | 2.630515 | 3.031260 | -0.296827 | 0.708417 | 0.432454 | -0.484782 | 0.411614 | 0.063119 | -0.183699 | -0.510602 | 1.329284 | 0.140716 | 0.313502 | 0.395652 | -0.577252 | 0.001396 | 0.232045 | 0.578229 | -0.037501 | 0.640134 | 0.265745 | -0.087371 | 0.004455 | -0.026561 | 67.88 | 0 |
| 279755 | 172788.0 | -0.240440 | 0.530483 | 0.702510 | 0.689799 | -0.377961 | 0.623708 | -0.686180 | 0.679145 | 0.392087 | -0.399126 | -1.933849 | -0.962886 | -1.042082 | 0.449624 | 1.962563 | -0.608577 | 0.509928 | 1.113981 | 2.897849 | 0.127434 | 0.265245 | 0.800049 | -0.163298 | 0.123205 | -0.569159 | 0.546668 | 0.108821 | 0.104533 | 10.00 | 0 |
| 279756 | 172792.0 | -0.533413 | -0.189733 | 0.703337 | -0.506271 | -0.012546 | -0.649617 | 1.577006 | -0.414650 | 0.486180 | -0.915427 | -1.040458 | -0.031513 | -0.188093 | -0.084316 | 0.041333 | -0.302620 | -0.660377 | 0.167430 | -0.256117 | 0.382948 | 0.261057 | 0.643078 | 0.376777 | 0.008797 | -0.473649 | -0.818267 | -0.002415 | 0.013649 | 217.00 | 0 |
Duplicate rows
Most frequently occurring
| Time | V1 | V2 | V3 | V4 | V5 | V6 | V7 | V8 | V9 | V10 | V11 | V12 | V13 | V14 | V15 | V16 | V17 | V18 | V19 | V20 | V21 | V22 | V23 | V24 | V25 | V26 | V27 | V28 | Amount | Class | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 696 | 163152.0 | -1.203617 | 1.574009 | 2.889277 | 3.381404 | 1.538663 | 3.698747 | 0.560211 | -0.150911 | 0.124136 | 4.220998 | 1.384569 | -0.706897 | -0.256274 | -1.562583 | 1.692915 | -0.787338 | -0.226776 | -0.412354 | 0.234322 | 1.385597 | -0.366727 | 0.522223 | -0.357329 | -0.870174 | -0.134166 | 0.327019 | -0.042648 | -0.855262 | 1.51 | 0 | 18 |
| 697 | 163152.0 | -1.196037 | 1.585949 | 2.883976 | 3.378471 | 1.511706 | 3.717077 | 0.585362 | -0.156001 | 0.122648 | 4.217934 | 1.385525 | -0.709405 | -0.256168 | -1.564352 | 1.693218 | -0.785210 | -0.228008 | -0.412833 | 0.234834 | 1.375790 | -0.370294 | 0.524395 | -0.355170 | -0.869790 | -0.133198 | 0.327804 | -0.035702 | -0.858197 | 7.56 | 0 | 18 |
| 119 | 43153.0 | -2.086016 | 2.203265 | 1.654339 | 2.941050 | -1.683045 | 0.529728 | -1.352162 | 1.793449 | -0.723686 | 0.600365 | -0.982212 | -0.551636 | -1.337000 | 0.834403 | 1.251862 | 0.033455 | 1.067978 | 0.160510 | 0.213087 | 0.079002 | 0.216444 | 0.567241 | -0.035345 | 0.370201 | 0.157378 | 0.440341 | 0.210230 | 0.090558 | 0.76 | 0 | 9 |
| 739 | 170731.0 | 2.033492 | 0.766969 | -2.107555 | 3.631952 | 1.348594 | -0.499907 | 0.945159 | -0.286392 | -1.370581 | 1.653073 | -1.600434 | -1.510901 | -2.143280 | 1.189850 | -0.875588 | 0.175808 | -0.419433 | -0.464717 | -1.414528 | -0.430560 | 0.241894 | 0.658545 | -0.102644 | 0.580535 | 0.643637 | 0.347240 | -0.116618 | -0.078601 | 0.76 | 0 | 9 |
| 254 | 68207.0 | -13.192671 | 12.785971 | -9.906650 | 3.320337 | -4.801176 | 5.760059 | -18.750889 | -37.353443 | -0.391540 | -5.052502 | 4.406806 | -4.610756 | -1.909488 | -9.072711 | -0.226074 | -6.211557 | -6.248145 | -3.149247 | 0.051576 | -3.493050 | 27.202839 | -8.887017 | 5.303607 | -0.639435 | 0.263203 | -0.108877 | 1.269566 | 0.939407 | 1.00 | 1 | 6 |
| 223 | 64947.0 | -6.378440 | 3.293830 | 1.730572 | -1.586493 | 0.203319 | 0.213103 | 2.941403 | -3.415646 | 7.938980 | 11.519106 | 3.022639 | -0.778760 | -1.140137 | -5.798989 | 0.405939 | -1.725896 | -2.374682 | -0.528987 | -0.100571 | 2.954298 | -1.610576 | 0.385227 | -0.366595 | 0.479819 | 0.153885 | -0.536129 | -4.795220 | -3.693525 | 5.96 | 0 | 5 |
| 224 | 64947.0 | -6.373391 | 3.301783 | 1.727041 | -1.588447 | 0.185362 | 0.225313 | 2.958156 | -3.419036 | 7.937988 | 11.517065 | 3.023275 | -0.780431 | -1.140067 | -5.800167 | 0.406141 | -1.724479 | -2.375503 | -0.529306 | -0.100230 | 2.947765 | -1.612952 | 0.386673 | -0.365157 | 0.480075 | 0.154530 | -0.535606 | -4.790593 | -3.695480 | 9.99 | 0 | 5 |
| 225 | 64947.0 | -6.370459 | 3.306401 | 1.724991 | -1.589581 | 0.174936 | 0.232403 | 2.967884 | -3.421005 | 7.937413 | 11.515880 | 3.023644 | -0.781401 | -1.140026 | -5.800852 | 0.406259 | -1.723657 | -2.375979 | -0.529492 | -0.100033 | 2.943972 | -1.614332 | 0.387513 | -0.364322 | 0.480224 | 0.154904 | -0.535302 | -4.787907 | -3.696616 | 12.33 | 0 | 5 |
| 226 | 64947.0 | -6.342969 | 3.349697 | 1.705767 | -1.600219 | 0.077178 | 0.298877 | 3.059092 | -3.439462 | 7.932015 | 11.504768 | 3.027109 | -0.790496 | -1.139641 | -5.807267 | 0.407360 | -1.715942 | -2.380449 | -0.531228 | -0.098178 | 2.908407 | -1.627268 | 0.395387 | -0.356491 | 0.481618 | 0.158414 | -0.532454 | -4.762716 | -3.707261 | 34.27 | 0 | 5 |
| 227 | 64947.0 | -6.327870 | 3.373477 | 1.695209 | -1.606061 | 0.023487 | 0.335386 | 3.109186 | -3.449599 | 7.929051 | 11.498665 | 3.029011 | -0.795491 | -1.139430 | -5.810791 | 0.407965 | -1.711705 | -2.382903 | -0.532182 | -0.097159 | 2.888874 | -1.634373 | 0.399711 | -0.352190 | 0.482383 | 0.160342 | -0.530889 | -4.748881 | -3.713108 | 46.32 | 0 | 5 |